Sentence examples for unsupervised grouping from inspiring English sources

Notably, such studies can follow two distinct approaches: top-down (exploring the biological networks between clinically predefined patient groups) or bottom-up (unsupervised grouping of biological and/or clinical data aiding novel disease categories identification).

The difference in reduction of bacterial load in supervised and unsupervised groups was significant (p>0.01).

However, only one study was a non-inferiority trial [ 18] and important differences between supervised and unsupervised groups may not have been detected in other studies.

In the supervised NW group the improvement was significant at all time points (p = 0.009/0.01/0.03), in the unsupervised group the improvement was significant at 26 weeks and borderline at 11 and 52 weeks (p = 0.08/0.04/0.09), and in the advice to remain active group the improvement was significant except after 52 weeks (p = 0.04/0.01/0.18).

We found that the average daily physical activity levels did not differ between the supervised NW group and the unsupervised NW group and this may explain the lack of statistically significant differences between the two groups.

However, within each group the improvement was significant at all time points post treatment (supervised NW group: p = 0.009/0.001/0.02, unsupervised NW group: p < 0.001/0.004/0.001, and advice to remain active group: p = 0.01/0.01/0.004).

The mean improvement was 8.8 for the supervised NW group, 3.4 for the unsupervised NW group, and 4.8 for the advice to remain active group.

The number of patients achieving the MCID on the pain subscale of the LBPRS was 10 in the supervised NW group, 10 in the unsupervised NW group, and 8 in the advice to remain active group.

The same pattern was seen for the function scale of the LBPRS where the adjusted mean improvements at the eight week follow-up was 7.4 for the supervised NW group, 3.2 for the unsupervised NW group, and 3.8 for the advice to remain active group.

The proportion of participants who changed from being on sick leave at baseline to not being in sick leave after the eight week intervention was 40% (six individuals) in the supervised NW group, 57% (12 individuals) in the unsupervised NW group, and 27% (seven individuals) in the advice to remain active group, but without statistical significance between the groups.

Altogether 25 (50.4%) of participants in the supervised NW group and 29 (65,2%) in the unsupervised NW group contributed data for seven or more days, the mean being 11 days out of the 14 in both groups.